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An analyst estimates that 20% of high-risk bonds will fail (go bankrupt). If she applies a bankruptcy prediction model, she finds that 70% of the

An analyst estimates that 20% of high-risk bonds will fail (go bankrupt). If she applies a bankruptcy prediction model, she finds that 70% of the bonds will receive a good rating, implying that they are less likely to fail. Of the bonds that failed, only 50% had a good rating. Use Bayes formula to predict the probability of failure given a good rating. (Hint, let P(A) be the probability of failure, P(B) be the probability of a good rating, P(B | A) be the likelihood of a good rating given failure, and P(A | B) be the likelihood of failure given a good rating.)

  1. 5.7%
  2. 14.3%
  3. 28.6%

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